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Research Topics Optimization Group at University of Turku Marko M. Mäkelä. University of Turku Department of Mathematics. Optimization Group Leader: - Marko M. Mäkelä Researchers: - Stefan Emet - Yury Nikulin - Napsu Karmitsa Ph.D. Students:

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research topics optimization group at university of turku marko m m kel

Research TopicsOptimization Group at University of TurkuMarko M. Mäkelä

University of TurkuDepartment of Mathematics

slide2

Optimization Group

Leader:

- Marko M. Mäkelä

Researchers:

- Stefan Emet

- Yury Nikulin

- Napsu Karmitsa

Ph.D. Students:

- Olga Karelkina

- Seppo Pulkkinen

- Ville-Pekka Eronen

M.Sc. Students:

- Jarmo Heinonen

- Katariina Vaviolahti

- Teemu Linkosaari

slide3

Research topics

  • Theory:
  • Nonsmooth and Nonconvex Analysis
    • (Mäkelä, Karmitsa, Eronen + A. Bagirov, Ballarat, Australia)
  • Geometrical Optimality Conditions for Nonconvex Multiobjective Optimization
    • (Mäkelä, Nikulin)
  • Generalized Trade-Offs in Nonsmooth Multiobjective Optimization
  • (Mäkelä, Nikulin + J. Mezei, ÅA)
  • Scalarizing Functions for Nonlinear Multiobjective Optimization
    • (Nikulin, Mäkelä + K. Miettinen, JY)
  • Sensitivity Analysis and Robust Optimization
  • (Nikulin, Mäkelä)
  • Stability Analysis for Discrete Multicriteria Optimization
          • (Karelkina, Nikulin, Mäkelä)
slide4

Methods:

  • Limited Memory Bundle Methods for Large-Scale Nonsmooth Optimization
    • (Karmitsa, Mäkelä + M. Ali, Johannesburg, South Africa)
  • Interior Point Cutting Plane Methods for Nonsmooth Optimization
  • (Karmitsa + J. Herskovits, M. Tanaka, Rio de Janeiro, Brazil)
  • Derivate Free Methods for Highly Nonconvex Optimization
    • (Pulkkinen, Mäkelä, Karmitsa + A. Bagirov, Ballarat, Australia)
  • Nonsmooth and Global MINLP Methods
  • (Eronen, Mäkelä, Emet + T. Westerlund, ÅA)
  • Pareto Simulated Annealing and Evolutionary Optimization Techniques
    • (Eronen, Nikulin, Mäkelä + A. Drexl, Kiel, Germany)
slide5

Applications:

    • Multicriteria Flight Gate Scheduling
          • (Nikulin + A. Drexl, Kiel, Germany)
    • Modelling and Routing Ferry Services of the Turku Archipelago
  • (Huovinen, Mäkelä + Center of Maritime Studies, Finnish Maritime Institute)
    • Simulation and Optimization of Harbour Activities
  • (Linkosaari, Mäkelä + Center of Maritime Studies)
    • Molecular Modelling and Optimization
          • (Vaviolahti, Karmitsa)
          • Sizing Optimization of a Beam on an Elastic Unilateral Subsoil
  • (Pulkkinen, Mäkelä, Karmitsa + R. Simecek, Olomouc, Czech Republic)
    • Multiobjective Optimization of Genetic Interactions
  • (T. Aittokallio, R. Linden, Eronen, Mäkelä, Nikulin)
          • Location of Ambulance Stations
          • (Heinonen, Mäkelä, Nikulin + The Hospital District of Southwest Finland)
          • Chromatographic Separation of Fructose-Glucose Mixture
          • (Emet + T. Westerlund, ÅA)
          • Workload Balancing in Printed Circuit Board Assembly
          • (Emet, Nevalainen, Knuutila, etc. + M. Johansson, Valor Computerized Systems)